Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003432

The MH-36 locality cells most similar to this Bhandara cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.208

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840006386

distance 0.208 · cross-district

#2 · Bhandaracell 4710003434

distance 0.224

#3 · Bhandaracell 4710001990

distance 0.228

#4 · Nagpurcell 4840008068

distance 0.234 · cross-district

#5 · Bhandaracell 4710001517

distance 0.239

#6 · Bhandaracell 4710001369

distance 0.239

#7 · Nagpurcell 4840007029

distance 0.243 · cross-district

#8 · Bhandaracell 4710002051

distance 0.244

#9 · Bhandaracell 4710000985

distance 0.246

#10 · Nagpurcell 4840003511

distance 0.247 · cross-district

#11 · Bhandaracell 4710000843

distance 0.247

#12 · Nagpurcell 4840008194

distance 0.248 · cross-district

#13 · Bhandaracell 4710001766

distance 0.249

#14 · Nagpurcell 4840005770

distance 0.249 · cross-district

#15 · Bhandaracell 4710002158

distance 0.251

#16 · Bhandaracell 4710001562

distance 0.252

#17 · Nagpurcell 4840006021

distance 0.253 · cross-district

#18 · Nagpurcell 4840003794

distance 0.253 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":471,"cluster_id":4710003432}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.